Concepedia

Human-in-the-loop Systems

Human-In-The-Loop Systems is a cyber-physical system architecture in which human agents are integrated as active, real-time participants in the control, decision-making, or operational processes of automated systems, distinguishing it from fully autonomous or purely manual systems by enabling bidirectional interaction between humans and computational components.

463

Publications

22.4K

Citations

1.4K

Authors

491

Institutions

Publications per year

2017–2026

220

Variants

Hitl Systems

Parents

Publications

463

Cellpose 2.0: how to train your own model

Marius Pachitariu, Carsen Stringer · Nature Methods · 2022 · 1.4K citations · Full text

, , +12

Human-in-the-loop machine learning: a state of the art

Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos et al. · Artificial Intelligence Review · 2022 · 846 citations · Full text

, , +10

A survey of human-in-the-loop for machine learning

Xingjiao Wu, Luwei Xiao, Yixuan Sun et al. · Future Generation Computer Systems · 2022 · 669 citations · Full text

, , +12

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2020)

IEEE Systems Man and Cybernetics Magazine · 2020 · 409 citations · Full text

, , +17

Human dynamics in man-machine systems

Duane T. McRuer · Automatica · 1980 · 321 citations

, , +13

1–5 of 463

Authors

1.4K

  1. LM
    Lynne Martin

    Ames Research Center, United States

    9 publications · 282 citations

    9

    h-index

  2. TP
    Thomas Prévôt

    Ames Research Center, United States

    8 publications · 194 citations

    8

    h-index

  3. JM
    Joey Mercer

    Ames Research Center, United States

    8 publications · 214 citations

    8

    h-index

  4. TJ
    Todd J. Callantine

    Ames Research Center, United States

    6 publications · 130 citations

    6

    h-index

  5. CC
    Christopher Cabrall

    Delft University of Technology, Netherlands

    6 publications · 153 citations

    6

    h-index

1–5 of 1.4K

Institutions

491

  1. Ames Research Center

    Mountain View, United States

    15 h-index

    57 publications

    1.4K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    13 h-index

    26 publications

    1.7K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    32 publications

    1.9K citations

  4. San Jose State University

    San Jose, United States

    13 h-index

    50 publications

    1.2K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    11 h-index

    21 publications

    1.1K citations

  6. University of California, Berkeley

    Berkeley, United States

    10 h-index

    29 publications

    869 citations

  7. Delft University of Technology

    Delft, The Netherlands

    10 h-index

    34 publications

    1.7K citations

  8. University of Washington

    Seattle, United States

    8 h-index

    30 publications

    1K citations

1–8 of 491

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 230 citations

    11

    h-index

  2. International Journal of Man-Machine Studies

    6 publications · 277 citations

    6

    h-index

  3. Applied Ergonomics

    6 publications · 102 citations

    6

    h-index

  4. IFAC-PapersOnLine

    6 publications · 109 citations

    6

    h-index

  5. 5

    h-index

1–5